The gallery buzzed, a cocktail party atmosphere she usually thrived in. Now, Amelia felt a chill settle in her bones, despite the warmth of the room. She stood frozen by a wall, her stomach twisting. There, bathed in the curated spotlight, were her paintings. The ones she’d abandoned, the failures she’d buried in the back of her studio. Her name, bold and brazen, was plastered beneath them.

Her hand instinctively flew to her throat, as if to ward off a physical blow. A knot of frustration tightened in her chest, making it difficult to breathe. She hadn't given permission. She'd explicitly refused.

Across the room, she saw her ex-boyfriend, the gallery owner, beaming, surrounded by admirers. He caught her eye and gave a charming smile, a look that once melted her but now only stoked the ember of disappointment.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion hurt. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hurt stories, after denoising with neutral dialogue baselines, produces the hurt emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hurt vector is projected through the unembedding matrix.

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244